awesome-pentest/README.md

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### **Awesome Penetration Testing** [![Links Check](https://travis-ci.org/enaqx/awesome-pentest.svg?branch=master)](https://travis-ci.org/enaqx/awesome-pentest)
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A collection of awesome penetration testing resources
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[This project is supported by Netsparker Web Application Security Scanner](https://www.netsparker.com/?utm_source=github.com&utm_content=awesome+penetration+testing&utm_medium=referral&utm_campaign=generic+advert)
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- [Online Resources](#online-resources)
- [Penetration Testing Resources](#penetration-testing-resources)
- [Exploit development](#exploit-development)
- [Open Sources Intelligence (OSINT) Resources](#osint-resources)
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- [Social Engineering Resources](#social-engineering-resources)
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- [Lock Picking Resources](#lock-picking-resources)
- [Operating Systems](#operating-systems)
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- [Tools](#tools)
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- [Penetration Testing Distributions](#penetration-testing-distributions)
- [Basic Penetration Testing Tools](#basic-penetration-testing-tools)
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- [Docker for Penetration Testing](#docker-for-penetration-testing)
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- [Vulnerability Scanners](#vulnerability-scanners)
- [Network Tools](#network-tools)
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- [Wireless Network Tools](#wireless-network-tools)
- [SSL Analysis Tools](#ssl-analysis-tools)
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- [Web Exploitation](#web-exploitation)
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- [Hex Editors](#hex-editors)
- [Hash Cracking Tools](#hash-cracking-tools)
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- [Windows Utils](#windows-utils)
- [Linux Utils](#linux-utils)
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- [DDoS Tools](#ddos-tools)
- [Social Engineering Tools](#social-engineering-tools)
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- [OSInt Tools](#osint-tools)
- [Anonymity Tools](#anonymity-tools)
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- [Reverse Engineering Tools](#reverse-engineering-tools)
- [Physical Access Tools](#physical-access-tools)
- [CTF Tools](#ctf-tools)
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- [Books](#books)
- [Penetration Testing Books](#penetration-testing-books)
- [Hackers Handbook Series](#hackers-handbook-series)
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- [Defensive Development](#defensive-development)
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- [Network Analysis Books](#network-analysis-books)
- [Reverse Engineering Books](#reverse-engineering-books)
- [Malware Analysis Books](#malware-analysis-books)
- [Windows Books](#windows-books)
- [Social Engineering Books](#social-engineering-books)
- [Lock Picking Books](#lock-picking-books)
- [Defcon Suggested Reading](#defcon-suggested-reading)
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- [Vulnerability Databases](#vulnerability-databases)
- [Security Courses](#security-courses)
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- [Information Security Conferences](#information-security-conferences)
- [Information Security Magazines](#information-security-magazines)
- [Awesome Lists](#awesome-lists)
- [Contribution](#contribution)
- [License](#license)
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### Online Resources
#### Penetration Testing Resources
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* [Metasploit Unleashed](https://www.offensive-security.com/metasploit-unleashed/) - Free Offensive Security Metasploit course
* [PTES](http://www.pentest-standard.org/) - Penetration Testing Execution Standard
* [OWASP](https://www.owasp.org/index.php/Main_Page) - Open Web Application Security Project
* [PENTEST-WIKI](https://github.com/nixawk/pentest-wiki) - A free online security knowledge library for pentesters / researchers.
* [Vulnerability Assessment Framework](http://www.vulnerabilityassessment.co.uk/Penetration%20Test.html) - Penetration Testing Framework.
* [XSS-Payloads](http://www.xss-payloads.com) - Ultimate resource for all things cross-site including payloads, tools, games and documentation.
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#### Exploit development
* [Shellcode Tutorial](http://www.vividmachines.com/shellcode/shellcode.html) - Tutorial on how to write shellcode
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* [Shellcode Examples](http://shell-storm.org/shellcode/) - Shellcodes database
* [Exploit Writing Tutorials](https://www.corelan.be/index.php/2009/07/19/exploit-writing-tutorial-part-1-stack-based-overflows/) - Tutorials on how to develop exploits
* [shellsploit](https://github.com/b3mb4m/shellsploit-framework) - New Generation Exploit Development Kit
* [Voltron](https://github.com/snare/voltron) - A hacky debugger UI for hackers
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#### OSINT Resources
* [OSINT Framework](http://osintframework.com/) - Collection of various OSInt tools broken out by category.
* [Intel Techniques](https://inteltechniques.com/menu.html) - A collection of OSINT tools. Menu on the left can be used to navigate through the categories.
* [NetBootcamp OSINT Tools](http://netbootcamp.org/osinttools/) - A collection of OSINT links and custom Web interfaces to other services such as [Facebook Graph Search](http://netbootcamp.org/facebook.html) and [various paste sites](http://netbootcamp.org/pastesearch.html).
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#### Social Engineering Resources
* [Social Engineering Framework](http://www.social-engineer.org/framework/general-discussion/) - An information resource for social engineers
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#### Lock Picking Resources
* [Schuyler Towne channel](https://www.youtube.com/user/SchuylerTowne/) - Lockpicking videos and security talks
* [bosnianbill](https://www.youtube.com/user/bosnianbill) - More lockpicking videos
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* [/r/lockpicking](https://www.reddit.com/r/lockpicking) - Resources for learning lockpicking, equipment recommendations.
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#### Operating Systems
* [Security related Operating Systems @ Rawsec](http://rawsec.ml/en/security-related-os/) - Complete list of security related operating systems
* [Best Linux Penetration Testing Distributions @ CyberPunk](https://n0where.net/best-linux-penetration-testing-distributions/) - Description of main penetration testing distributions
* [Security @ Distrowatch](http://distrowatch.com/search.php?category=Security) - Website dedicated to talking about, reviewing and keeping up to date with open source operating systems
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* [cuckoo](https://github.com/cuckoosandbox/cuckoo) - An open source automated malware analysis system
* [CAINE](http://www.caine-live.net/) - (Computer Aided INvestigative Environment) is an Italian GNU/Linux live distribution created as a Digital Forensics project
* [DEFT](http://www.deftlinux.net/) - Digital Evidence & Forensics Toolkit Live OS
* [Tails](https://tails.boum.org/) - Live OS aimed at preserving privacy and anonymity
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### Tools
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#### Penetration Testing Distributions
* [Kali](https://www.kali.org/) - A Linux distribution designed for digital forensics and penetration testing
* [ArchStrike](https://archstrike.org/) - An Arch Linux repository for security professionals and enthusiasts
* [BlackArch](https://www.blackarch.org/) - Arch Linux-based distribution for penetration testers and security researchers
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* [NST](http://networksecuritytoolkit.org/) - Network Security Toolkit distribution
* [Pentoo](http://www.pentoo.ch/) - Security-focused livecd based on Gentoo
* [BackBox](https://backbox.org/) - Ubuntu-based distribution for penetration tests and security assessments
* [Parrot](https://www.parrotsec.org/) - A distribution similar to Kali, with multiple architecture
* [Buscador](https://inteltechniques.com/buscador/) - A Linux Virtual Machine that is pre-configured for online investigators
* [Fedora Security Lab](https://labs.fedoraproject.org/en/security/) - Provides a safe test environment to work on security auditing, forensics, system rescue and teaching security testing methodologies.
* [The Pentesters Framework](https://github.com/trustedsec/ptf) - PTF attempts to install all of your penetration testing tools (latest and greatest), compile them, build them, and make it so that you can install/update your distribution on any machine. Everything is organized in a fashion that is cohesive to the Penetration Testing Execution Standard (PTES) and eliminates a lot of things that are hardly used.
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#### Basic Penetration Testing Tools
* [Metasploit Framework](https://www.metasploit.com/) - World's most used penetration testing software
* [ExploitPack](https://github.com/juansacco/exploitpack) - Graphical tool for penetration testing with a bunch of exploits
* [BeeF](https://github.com/beefproject/beef) - The Browser Exploitation Framework Project
* [faraday](https://github.com/infobyte/faraday) - Collaborative Penetration Test and Vulnerability Management Platform
* [evilgrade](https://github.com/infobyte/evilgrade) - The update explotation framework
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* [commix](https://github.com/stasinopoulos/commix) - Automated All-in-One OS Command Injection and Exploitation Tool
* [routersploit](https://github.com/reverse-shell/routersploit) - Automated penetration testing software for router
* [redsnarf](https://github.com/nccgroup/redsnarf) - Post-exploitation tool for grabbing credentials
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* [Bella](https://github.com/Trietptm-on-Security/Bella) - Bella is a pure Python post-exploitation data mining & remote administration tool for Mac OS.
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* [OWASP OWTF](https://www.owasp.org/index.php/OWASP_OWTF) - Offensive Web Testing Framework (OWTF), is an OWASP+PTES focused try to unite great tools and make pen testing more efficient.
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#### Docker for Penetration Testing
* `docker pull kalilinux/kali-linux-docker` [official Kali Linux](https://hub.docker.com/r/kalilinux/kali-linux-docker/)
* `docker pull owasp/zap2docker-stable` - [official OWASP ZAP](https://github.com/zaproxy/zaproxy)
* `docker pull wpscanteam/wpscan` - [official WPScan](https://hub.docker.com/r/wpscanteam/wpscan/)
* `docker pull citizenstig/dvwa` - [Damn Vulnerable Web Application (DVWA)](https://hub.docker.com/r/citizenstig/dvwa/)
* `docker pull wpscanteam/vulnerablewordpress` - [Vulnerable WordPress Installation](https://hub.docker.com/r/wpscanteam/vulnerablewordpress/)
* `docker pull hmlio/vaas-cve-2014-6271` - [Vulnerability as a service: Shellshock](https://hub.docker.com/r/hmlio/vaas-cve-2014-6271/)
* `docker pull hmlio/vaas-cve-2014-0160` - [Vulnerability as a service: Heartbleed](https://hub.docker.com/r/hmlio/vaas-cve-2014-0160/)
* `docker pull opendns/security-ninjas` - [Security Ninjas](https://hub.docker.com/r/opendns/security-ninjas/)
* `docker pull diogomonica/docker-bench-security` - [Docker Bench for Security](https://hub.docker.com/r/diogomonica/docker-bench-security/)
* `docker pull ismisepaul/securityshepherd` - [OWASP Security Shepherd](https://hub.docker.com/r/ismisepaul/securityshepherd/)
* `docker pull danmx/docker-owasp-webgoat` - [OWASP WebGoat Project docker image](https://hub.docker.com/r/danmx/docker-owasp-webgoat/)
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* `docker-compose build && docker-compose up` - [OWASP NodeGoat](https://github.com/owasp/nodegoat#option-3---run-nodegoat-on-docker)
* `docker pull citizenstig/nowasp` - [OWASP Mutillidae II Web Pen-Test Practice Application](https://hub.docker.com/r/citizenstig/nowasp/)
* `docker pull bkimminich/juice-shop` - [OWASP Juice Shop](https://github.com/bkimminich/juice-shop#docker-container--)
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* `docker pull kalilinux/kali-linux-docker` - [Kali Linux Docker Image](https://www.kali.org/news/official-kali-linux-docker-images/)
* `docker pull remnux/metasploit` - [docker-metasploit](https://hub.docker.com/r/remnux/metasploit/)
#### Vulnerability Scanners
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* [Nexpose](https://www.rapid7.com/products/nexpose/) - Vulnerability Management & Risk Management Software
* [Nessus](http://www.tenable.com/products/nessus-vulnerability-scanner) - Vulnerability, configuration, and compliance assessment
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* [Nikto](https://cirt.net/nikto2) - Web application vulnerability scanner
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* [OpenVAS](http://www.openvas.org/) - Open Source vulnerability scanner and manager
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* [Secapps](https://secapps.com/) - Integrated web application security testing environment
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* [w3af](https://github.com/andresriancho/w3af) - Web application attack and audit framework
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* [Wapiti](http://wapiti.sourceforge.net/) - Web application vulnerability scanner
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* [WebReaver](http://www.webreaver.com/) - Web application vulnerability scanner for Mac OS X
* [DVCS Ripper](https://github.com/kost/dvcs-ripper) - Rip web accessible (distributed) version control systems: SVN/GIT/HG/BZR
* [arachni](https://github.com/Arachni/arachni) - Web Application Security Scanner Framework
* [Vuls](https://github.com/future-architect/vuls) - Vulnerability scanner for Linux/FreeBSD, agentless, written in Go
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* [Brakeman](https://github.com/presidentbeef/brakeman) - A static analysis security vulnerability scanner for Ruby on Rails applications
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#### Network Tools
* [zmap](https://zmap.io/) - Open-source network scanner that enables researchers to easily perform Internet-wide network studies
* [nmap](https://nmap.org/) - Free Security Scanner For Network Exploration & Security Audits
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* [pig](https://github.com/rafael-santiago/pig) - A Linux packet crafting tool
* [scanless](https://github.com/vesche/scanless) - Utility for using websites to perform port scans on your behalf so as not to reveal your own IP
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* [tcpdump/libpcap](http://www.tcpdump.org/) - A common packet analyzer that runs under the command line
* [Wireshark](https://www.wireshark.org/) - A network protocol analyzer for Unix and Windows
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* [Network Tools](http://network-tools.com/) - Different network tools: ping, lookup, whois, etc
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* [netsniff-ng](https://github.com/netsniff-ng/netsniff-ng) - A Swiss army knife for for network sniffing
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* [Intercepter-NG](http://sniff.su/) - a multifunctional network toolkit
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* [SPARTA](http://sparta.secforce.com/) - Network Infrastructure Penetration Testing Tool
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* [dnschef](https://github.com/iphelix/dnschef) - A highly configurable DNS proxy for pentesters
* [DNSDumpster](https://dnsdumpster.com/) - Online DNS recon and search service
* [CloudFail](https://github.com/m0rtem/CloudFail) - Unmask server IP addresses hidden behind Cloudflare by searching old database records and detecting misconfigured DNS.
* [dnsenum](https://github.com/fwaeytens/dnsenum/) - Perl script that enumerates DNS information from a domain, attempts zone transfers, performs a brute force dictionary style attack, and then performs reverse look-ups on the results
* [dnsmap](https://github.com/makefu/dnsmap/) - Passive DNS network mapper
* [dnsrecon](https://github.com/darkoperator/dnsrecon/) - DNS Enumeration Script
* [dnstracer](http://www.mavetju.org/unix/dnstracer.php) - Determines where a given DNS server gets its information from, and follows the chain of DNS servers
* [passivedns-client](https://github.com/chrislee35/passivedns-client) - Provides a library and a query tool for querying several passive DNS providers
* [passivedns](https://github.com/gamelinux/passivedns) - A network sniffer that logs all DNS server replies for use in a passive DNS setup
* [Mass Scan](https://github.com/robertdavidgraham/masscan) - TCP port scanner, spews SYN packets asynchronously, scanning entire Internet in under 5 minutes.
* [Zarp](https://github.com/hatRiot/zarp) - Zarp is a network attack tool centered around the exploitation of local networks
* [mitmproxy](https://github.com/mitmproxy/mitmproxy) - An interactive SSL-capable intercepting HTTP proxy for penetration testers and software developers
* [Morpheus](https://github.com/r00t-3xp10it/morpheus) - automated ettercap TCP/IP Hijacking tool
* [mallory](https://github.com/justmao945/mallory) - HTTP/HTTPS proxy over SSH
* [SSH MITM](https://github.com/jtesta/ssh-mitm) - intercept SSH connections with a proxy; all plaintext passwords and sessions are logged to disk
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* [Netzob](https://github.com/netzob/netzob) - Reverse engineering, traffic generation and fuzzing of communication protocols
* [DET](https://github.com/sensepost/DET) - DET is a proof of concept to perform Data Exfiltration using either single or multiple channel(s) at the same time
* [pwnat](https://github.com/samyk/pwnat) - punches holes in firewalls and NATs
* [dsniff](https://www.monkey.org/~dugsong/dsniff/) - a collection of tools for network auditing and pentesting
* [tgcd](http://tgcd.sourceforge.net/) - a simple Unix network utility to extend the accessibility of TCP/IP based network services beyond firewalls
* [smbmap](https://github.com/ShawnDEvans/smbmap) - a handy SMB enumeration tool
* [scapy](https://github.com/secdev/scapy) - a python-based interactive packet manipulation program & library
* [Dshell](https://github.com/USArmyResearchLab/Dshell) - Network forensic analysis framework
* [Debookee (MAC OS X)](http://www.iwaxx.com/debookee/) - Intercept traffic from any device on your network
* [Dripcap](https://github.com/dripcap/dripcap) - Caffeinated packet analyzer
* [PRET](https://github.com/RUB-NDS/PRET) - Printer Exploitation Toolkit offers commands useful for printer attacks and fuzzing
* [Praeda](http://h.foofus.net/?page_id=218) - Automated multi-function printer data harvester for gathering usable data during security assessments
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#### Wireless Network Tools
* [Aircrack-ng](http://www.aircrack-ng.org/) - a set of tools for auditing wireless network
* [Kismet](https://kismetwireless.net/) - Wireless network detector, sniffer, and IDS
* [Reaver](https://code.google.com/archive/p/reaver-wps) - Brute force attack against Wifi Protected Setup
* [Wifite](https://github.com/derv82/wifite) - Automated wireless attack tool
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#### SSL Analysis Tools
* [SSLyze](https://github.com/nabla-c0d3/sslyze) - SSL configuration scanner
* [sslstrip](https://www.thoughtcrime.org/software/sslstrip/) - a demonstration of the HTTPS stripping attacks
* [sslstrip2](https://github.com/LeonardoNve/sslstrip2) - SSLStrip version to defeat HSTS
* [tls_prober](https://github.com/WestpointLtd/tls_prober) - fingerprint a server's SSL/TLS implementation
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#### Web exploitation
* [OWASP Zed Attack Proxy](https://www.owasp.org/index.php/OWASP_Zed_Attack_Proxy_Project) - Penetration testing tool for web applications
* [Burp Suite](https://portswigger.net/burp/) - An integrated platform for performing security testing of web applications
* [autochrome](https://www.nccgroup.trust/us/about-us/newsroom-and-events/blog/2017/march/autochrome/) - Easy to install a test browser with all the appropriate setting needed for web application testing with native Burp support, from NCCGroup.
* [WPScan](https://wpscan.org/) - Black box WordPress vulnerability scanner
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* [Wordpress Exploit Framework](https://github.com/rastating/wordpress-exploit-framework) - A Ruby framework for developing and using modules which aid in the penetration testing of WordPress powered websites and systems.
* [WPSploit](https://github.com/espreto/wpsploit) - WPSploit - Exploiting Wordpress With Metasploit
* [SQLmap](http://sqlmap.org/) - Automatic SQL injection and database takeover tool
* [tplmap](https://github.com/epinna/tplmap) - Automatic server-side template injection and Web server takeover tool
* [weevely3](https://github.com/epinna/weevely3) - Weaponized web shell
* [Wappalyzer](https://wappalyzer.com/) - Wappalyzer uncovers the technologies used on websites
* [cms-explorer](https://code.google.com/archive/p/cms-explorer/) - CMS Explorer is designed to reveal the the specific modules, plugins, components and themes that various CMS driven web sites are running.
* [joomscan](https://www.owasp.org/index.php/Category:OWASP_Joomla_Vulnerability_Scanner_Project) - Joomla CMS scanner
* [WhatWeb](https://github.com/urbanadventurer/WhatWeb) - Website Fingerprinter
* [BlindElephant](http://blindelephant.sourceforge.net/) - Web Application Fingerprinter
* [fimap](https://github.com/kurobeats/fimap) - Find, prepare, audit, exploit and even google automatically for LFI/RFI bugs
* [Kadabra](https://github.com/D35m0nd142/Kadabra) - Automatic LFI exploiter and scanner
* [Kadimus](https://github.com/P0cL4bs/Kadimus) - LFI scan and exploit tool
* [liffy](https://github.com/hvqzao/liffy) - LFI exploitation tool
* [GitTools](https://github.com/internetwache/GitTools) - Automatically find and download Web-accessible `.git` repositories
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* [Commix](https://github.com/commixproject/commix) - Automated All-in-One OS command injection and exploitation tool
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#### Hex Editors
* [HexEdit.js](https://hexed.it) - Browser-based hex editing
* [Hexinator](https://hexinator.com/) (commercial) - World's finest Hex Editor
* [Frhed](http://frhed.sourceforge.net/) - Binary file editor for Windows.
#### File Format Analysis Tools
* [Kaitai Struct](http://kaitai.io/) - File formats and network protocols dissection language and web IDE, generating parsers in C++, C#, Java, JavaScript, Perl, PHP, Python, Ruby
* [Veles](https://codisec.com/veles/) - Binary data visualization and analysis tool
* [Hachoir](http://hachoir3.readthedocs.io/) - Python library to view and edit a binary stream as tree of fields and tools for metadata extraction
#### Hash Cracking Tools
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* [John the Ripper](http://www.openwall.com/john/) - Fast password cracker
* [Hashcat](http://hashcat.net/hashcat/) - The more fast hash cracker
* [CeWL](https://digi.ninja/projects/cewl.php) - Generates custom wordlists by spidering a target's website and collecting unique words
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#### Windows Utils
* [Sysinternals Suite](https://technet.microsoft.com/en-us/sysinternals/bb842062) - The Sysinternals Troubleshooting Utilities
* [Windows Credentials Editor](http://www.ampliasecurity.com/research/windows-credentials-editor/) - security tool to list logon sessions and add, change, list and delete associated credentials
* [mimikatz](http://blog.gentilkiwi.com/mimikatz) - Credentials extraction tool for Windows OS
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* [PowerSploit](https://github.com/PowerShellMafia/PowerSploit) - A PowerShell Post-Exploitation Framework
* [Windows Exploit Suggester](https://github.com/GDSSecurity/Windows-Exploit-Suggester) - Detects potential missing patches on the target
* [Responder](https://github.com/SpiderLabs/Responder) - A LLMNR, NBT-NS and MDNS poisoner
* [Bloodhound](https://github.com/adaptivethreat/Bloodhound/wiki) - A graphical Active Directory trust relationship explorer
* [Empire](https://www.powershellempire.com/) - A pure PowerShell post-exploitation agent
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* [Fibratus](https://github.com/rabbitstack/fibratus) - Tool for exploration and tracing of the Windows kernel
* [wePWNise](https://labs.mwrinfosecurity.com/tools/wepwnise/) - Generates architecture independent VBA code to be used in Office documents or templates and automates bypassing application control and exploit mitigation software
#### Linux Utils
* [Linux Exploit Suggester](https://github.com/PenturaLabs/Linux_Exploit_Suggester) - Linux Exploit Suggester; based on operating system release number.
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#### DDoS Tools
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* [LOIC](https://github.com/NewEraCracker/LOIC/) - An open source network stress tool for Windows
* [JS LOIC](http://metacortexsecurity.com/tools/anon/LOIC/LOICv1.html) - JavaScript in-browser version of LOIC
* [SlowLoris](https://github.com/gkbrk/slowloris) - DoS tool that uses low bandwidth on the attacking side
* [HOIC](https://sourceforge.net/projects/high-orbit-ion-cannon/) - Updated version of Low Orbit Ion Cannon, has 'boosters' to get around common counter measures
* [T50](https://sourceforge.net/projects/t50/) - The more fast network stress tool
* [UFONet](https://github.com/epsylon/ufonet) - UFONet abuses OSI Layer 7-HTTP to create/manage 'zombies' and to conduct different attacks using; GET/POST, multithreading, proxies, origin spoofing methods, cache evasion techniques, etc.
2014-08-04 21:28:22 +00:00
#### Social Engineering Tools
* [SET](https://github.com/trustedsec/social-engineer-toolkit) - The Social-Engineer Toolkit from TrustedSec
* [King Phisher](https://github.com/securestate/king-phisher) - Phishing campaign toolkit used for creating and managing multiple simultaneous phishing attacks with custom email and server content
* [Evilginx](https://github.com/kgretzky/evilginx) - MITM attack framework used for phishing credentials and session cookies from any Web service
* [wifiphisher](https://github.com/sophron/wifiphisher) - Automated phishing attacks against Wi-Fi networks
* [Catphish](https://github.com/ring0lab/catphish) - A tool for phishing and corporate espionage written in Ruby.
2015-02-11 19:20:40 +00:00
#### OSInt Tools
* [Maltego](http://www.paterva.com/web7/) - Proprietary software for open source intelligence and forensics, from Paterva.
* [theHarvester](https://github.com/laramies/theHarvester) - E-mail, subdomain and people names harvester
* [creepy](https://github.com/ilektrojohn/creepy) - A geolocation OSINT tool
* [metagoofil](https://github.com/laramies/metagoofil) - Metadata harvester
* [Google Hacking Database](https://www.exploit-db.com/google-hacking-database/) - a database of Google dorks; can be used for recon
* [Google-dorks](https://github.com/JohnTroony/Google-dorks) - Common google dorks and others you prolly don't know
* [GooDork](https://github.com/k3170makan/GooDork) - Command line go0gle dorking tool
* [dork-cli](https://github.com/jgor/dork-cli) - Command-line Google dork tool.
* [Censys](https://www.censys.io/) - Collects data on hosts and websites through daily ZMap and ZGrab scans
* [Shodan](https://www.shodan.io/) - Shodan is the world's first search engine for Internet-connected devices
* [recon-ng](https://bitbucket.org/LaNMaSteR53/recon-ng) - A full-featured Web Reconnaissance framework written in Python
2016-07-03 04:11:16 +00:00
* [github-dorks](https://github.com/techgaun/github-dorks) - CLI tool to scan github repos/organizations for potential sensitive information leak
2016-08-25 16:51:04 +00:00
* [vcsmap](https://github.com/melvinsh/vcsmap) - A plugin-based tool to scan public version control systems for sensitive information
2016-11-27 03:05:29 +00:00
* [Spiderfoot](http://www.spiderfoot.net/) - multi-source OSINT automation tool with a Web UI and report visualizations
* [BinGoo](https://github.com/Hood3dRob1n/BinGoo) - A Linux bash based Bing and Google Dorking Tool
* [fast-recon](https://github.com/DanMcInerney/fast-recon) - Does some google dorks against a domain
* [snitch](https://github.com/Smaash/snitch) - information gathering via dorks
* [Sn1per](https://github.com/1N3/Sn1per) - Automated Pentest Recon Scanner
* [Threat Crowd](https://www.threatcrowd.org/) - A search engine for threats
* [Virus Total](https://www.virustotal.com/) - VirusTotal is a free service that analyzes suspicious files and URLs and facilitates the quick detection of viruses, worms, trojans, and all kinds of malware.
2017-02-20 14:40:27 +00:00
* [DataSploit](https://github.com/upgoingstar/datasploit) - OSINT visualizer utilizing Shodan, Censys, Clearbit, EmailHunter, FullContact, and Zoomeye behind the scenes.
2015-02-11 19:20:40 +00:00
#### Anonymity Tools
2014-08-09 23:27:48 +00:00
* [Tor](https://www.torproject.org/) - The free software for enabling onion routing online anonymity
* [I2P](https://geti2p.net/en/) - The Invisible Internet Project
* [Nipe](https://github.com/GouveaHeitor/nipe) - Script to redirect all traffic from the machine to the Tor network.
2014-08-04 21:28:22 +00:00
#### Reverse Engineering Tools
2014-08-09 23:27:48 +00:00
* [IDA Pro](https://www.hex-rays.com/products/ida/) - A Windows, Linux or Mac OS X hosted multi-processor disassembler and debugger
2015-01-13 09:06:14 +00:00
* [IDA Free](https://www.hex-rays.com/products/ida/support/download_freeware.shtml) - The freeware version of IDA v5.0
* [WDK/WinDbg](https://msdn.microsoft.com/en-us/windows/hardware/hh852365.aspx) - Windows Driver Kit and WinDbg
* [OllyDbg](http://www.ollydbg.de/) - An x86 debugger that emphasizes binary code analysis
2016-09-30 18:36:35 +00:00
* [Radare2](http://rada.re/r/index.html) - Opensource, crossplatform reverse engineering framework
2017-07-03 06:36:05 +00:00
* [x64dbg](http://x64dbg.com/) - An open-source x64/x32 debugger for windows
2015-03-07 05:49:48 +00:00
* [Immunity Debugger](http://debugger.immunityinc.com/) - A powerful new way to write exploits and analyze malware
2015-02-17 00:00:23 +00:00
* [Evan's Debugger](http://www.codef00.com/projects#debugger) - OllyDbg-like debugger for Linux
* [Medusa disassembler](https://github.com/wisk/medusa) - An open source interactive disassembler
2016-09-30 18:36:35 +00:00
* [plasma](https://github.com/joelpx/plasma) - Interactive disassembler for x86/ARM/MIPS. Generates indented pseudo-code with colored syntax code
* [peda](https://github.com/longld/peda) - Python Exploit Development Assistance for GDB
* [dnSpy](https://github.com/0xd4d/dnSpy) - dnSpy is a tool to reverse engineer .NET assemblies
#### Physical Access Tools
* [LAN Turtle](https://lanturtle.com/) - a covert "USB Ethernet Adapter" that provides remote access, network intelligence gathering, and MITM capabilities when installed in a local network.
* [USB Rubber Ducky](http://usbrubberducky.com/) - customizable keystroke injection attack platform masquerading as a USB thumbdrive
* [Poisontap](https://samy.pl/poisontap/) - siphons cookies, exposes internal (LAN-side) router and installs web backdoor on locked computers
* [WiFi Pineapple](https://www.wifipineapple.com/) - Wireless auditing and penetration testing platform.
#### CTF Tools
* [ctf-tools](https://github.com/zardus/ctf-tools) - a collection of setup scripts to install various security research tools easily and quickly deployable to new machines.
* [Pwntools](https://github.com/Gallopsled/pwntools) - Rapid exploit development framework built for use in CTFs
* [RsaCtfTool](https://github.com/sourcekris/RsaCtfTool) - Decrypt data enciphered using weak RSA keys, and recover private keys from public keys using a variety of automated attacks
2014-08-04 18:28:29 +00:00
2014-08-04 18:29:52 +00:00
### Books
2014-08-04 21:28:22 +00:00
#### Penetration Testing Books
* [The Art of Exploitation by Jon Erickson, 2008](https://www.nostarch.com/hacking2.htm)
* [Metasploit: The Penetration Tester's Guide by David Kennedy et al., 2011](https://www.nostarch.com/metasploit)
* [Penetration Testing: A Hands-On Introduction to Hacking by Georgia Weidman, 2014](https://www.nostarch.com/pentesting)
2014-08-04 19:11:49 +00:00
* [Rtfm: Red Team Field Manual by Ben Clark, 2014](http://www.amazon.com/Rtfm-Red-Team-Field-Manual/dp/1494295504/)
* [The Hacker Playbook by Peter Kim, 2014](http://www.amazon.com/The-Hacker-Playbook-Practical-Penetration/dp/1494932636/)
2014-08-04 23:02:50 +00:00
* [The Basics of Hacking and Penetration Testing by Patrick Engebretson, 2013](https://www.elsevier.com/books/the-basics-of-hacking-and-penetration-testing/engebretson/978-1-59749-655-1)
* [Professional Penetration Testing by Thomas Wilhelm, 2013](https://www.elsevier.com/books/professional-penetration-testing/wilhelm/978-1-59749-993-4)
* [Advanced Penetration Testing for Highly-Secured Environments by Lee Allen, 2012](http://www.packtpub.com/networking-and-servers/advanced-penetration-testing-highly-secured-environments-ultimate-security-gu)
* [Violent Python by TJ O'Connor, 2012](https://www.elsevier.com/books/violent-python/unknown/978-1-59749-957-6)
* [Fuzzing: Brute Force Vulnerability Discovery by Michael Sutton et al., 2007](http://www.fuzzing.org/)
* [Black Hat Python: Python Programming for Hackers and Pentesters by Justin Seitz, 2014](http://www.amazon.com/Black-Hat-Python-Programming-Pentesters/dp/1593275900)
* [Penetration Testing: Procedures & Methodologies by EC-Council, 2010](http://www.amazon.com/Penetration-Testing-Procedures-Methodologies-EC-Council/dp/1435483677)
* [Unauthorised Access: Physical Penetration Testing For IT Security Teams by Wil Allsopp, 2010](http://www.amazon.com/Unauthorised-Access-Physical-Penetration-Security-ebook/dp/B005DIAPKE)
* [Advanced Persistent Threat Hacking: The Art and Science of Hacking Any Organization by Tyler Wrightson, 2014](http://www.amazon.com/Advanced-Persistent-Threat-Hacking-Organization/dp/0071828362)
* [Bug Hunter's Diary by Tobias Klein, 2011](https://www.nostarch.com/bughunter)
2014-08-04 21:32:07 +00:00
#### Hackers Handbook Series
* [The Database Hacker's Handbook, David Litchfield et al., 2005](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0764578014.html)
* [The Shellcoders Handbook by Chris Anley et al., 2007](http://www.wiley.com/WileyCDA/WileyTitle/productCd-047008023X.html)
* [The Mac Hacker's Handbook by Charlie Miller & Dino Dai Zovi, 2009](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470395362.html)
* [The Web Application Hackers Handbook by D. Stuttard, M. Pinto, 2011](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118026470.html)
* [iOS Hackers Handbook by Charlie Miller et al., 2012](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118204123.html)
* [Android Hackers Handbook by Joshua J. Drake et al., 2014](http://www.wiley.com/WileyCDA/WileyTitle/productCd-111860864X.html)
* [The Browser Hackers Handbook by Wade Alcorn et al., 2014](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118662091.html)
* [The Mobile Application Hackers Handbook by Dominic Chell et al., 2015](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118958500.html)
* [Car Hacker's Handbook by Craig Smith, 2016](https://www.nostarch.com/carhacking)
2014-08-04 19:05:33 +00:00
2016-12-26 20:46:03 +00:00
#### Defensive Development
* [Holistic Info-Sec for Web Developers (Fascicle 0)](https://leanpub.com/holistic-infosec-for-web-developers)
* [Holistic Info-Sec for Web Developers (Fascicle 1)](https://leanpub.com/holistic-infosec-for-web-developers-fascicle1-vps-network-cloud-webapplications)
2014-08-04 21:28:22 +00:00
#### Network Analysis Books
* [Nmap Network Scanning by Gordon Fyodor Lyon, 2009](https://nmap.org/book/)
* [Practical Packet Analysis by Chris Sanders, 2011](https://www.nostarch.com/packet2.htm)
* [Wireshark Network Analysis by by Laura Chappell & Gerald Combs, 2012](https://www.amazon.com/Wireshark-Network-Analysis-Second-Certified/dp/1893939944)
* [Network Forensics: Tracking Hackers through Cyberspace by Sherri Davidoff & Jonathan Ham, 2012](http://www.amazon.com/Network-Forensics-Tracking-Hackers-Cyberspace-ebook/dp/B008CG8CYU/)
2014-08-04 18:28:29 +00:00
2014-08-04 21:28:22 +00:00
#### Reverse Engineering Books
* [Reverse Engineering for Beginners by Dennis Yurichev](http://beginners.re/)
* [Hacking the Xbox by Andrew Huang, 2003](https://www.nostarch.com/xbox.htm)
* [The IDA Pro Book by Chris Eagle, 2011](https://www.nostarch.com/idapro2.htm)
* [Practical Reverse Engineering by Bruce Dang et al., 2014](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118787315.html)
* [Gray Hat Hacking The Ethical Hacker's Handbook by Daniel Regalado et al., 2015](http://www.amazon.com/Hacking-Ethical-Hackers-Handbook-Edition/dp/0071832386)
2014-08-04 21:28:22 +00:00
#### Malware Analysis Books
* [Practical Malware Analysis by Michael Sikorski & Andrew Honig, 2012](https://www.nostarch.com/malware)
* [The Art of Memory Forensics by Michael Hale Ligh et al., 2014](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118825098.html)
* [Malware Analyst's Cookbook and DVD by Michael Hale Ligh et al., 2010](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470613033.html)
2014-08-04 21:28:22 +00:00
#### Windows Books
* [Windows Internals by Mark Russinovich et al., 2012](http://www.amazon.com/Windows-Internals-Part-Developer-Reference/dp/0735648735/)
2014-08-04 18:28:29 +00:00
2014-08-04 21:28:22 +00:00
#### Social Engineering Books
* [The Art of Deception by Kevin D. Mitnick & William L. Simon, 2002](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0471237124.html)
* [The Art of Intrusion by Kevin D. Mitnick & William L. Simon, 2005](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0764569597.html)
* [Ghost in the Wires by Kevin D. Mitnick & William L. Simon, 2011](http://www.hachettebookgroup.com/titles/kevin-mitnick/ghost-in-the-wires/9780316134477/)
* [No Tech Hacking by Johnny Long & Jack Wiles, 2008](https://www.elsevier.com/books/no-tech-hacking/mitnick/978-1-59749-215-7)
* [Social Engineering: The Art of Human Hacking by Christopher Hadnagy, 2010](http://www.wiley.com/WileyCDA/WileyTitle/productCd-0470639539.html)
* [Unmasking the Social Engineer: The Human Element of Security by Christopher Hadnagy, 2014](http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118608577.html)
* [Social Engineering in IT Security: Tools, Tactics, and Techniques by Sharon Conheady, 2014](https://www.mhprofessional.com/product.php?isbn=0071818464)
2014-08-04 17:29:04 +00:00
#### Lock Picking Books
2014-08-04 23:02:50 +00:00
* [Practical Lock Picking by Deviant Ollam, 2012](https://www.elsevier.com/books/practical-lock-picking/ollam/978-1-59749-989-7)
* [Keys to the Kingdom by Deviant Ollam, 2012](https://www.elsevier.com/books/keys-to-the-kingdom/ollam/978-1-59749-983-5)
* [CIA Lock Picking Field Operative Training Manual](https://www.scribd.com/doc/7207/CIA-Lock-Picking-Field-Operative-Training-Manual)
2015-02-11 19:30:03 +00:00
* [Lock Picking: Detail Overkill by Solomon](https://www.dropbox.com/s/y39ix9u9qpqffct/Lockpicking%20Detail%20Overkill.pdf?dl=0)
* [Eddie the Wire books](https://www.dropbox.com/sh/k3z4dm4vyyojp3o/AAAIXQuwMmNuCch_StLPUYm-a?dl=0)
2014-08-04 23:02:50 +00:00
#### Defcon Suggested Reading
* [Defcon Suggested Reading](https://www.defcon.org/html/links/book-list.html)
2014-08-09 23:27:48 +00:00
### Vulnerability Databases
* [NVD](https://nvd.nist.gov/) - US National Vulnerability Database
* [CERT](https://www.us-cert.gov/) - US Computer Emergency Readiness Team
* [OSVDB](https://blog.osvdb.org/) - Open Sourced Vulnerability Database
2014-08-09 23:43:20 +00:00
* [Bugtraq](http://www.securityfocus.com/) - Symantec SecurityFocus
* [Exploit-DB](https://www.exploit-db.com/) - Offensive Security Exploit Database
2014-08-09 23:43:20 +00:00
* [Fulldisclosure](http://seclists.org/fulldisclosure/) - Full Disclosure Mailing List
* [MS Bulletin](https://technet.microsoft.com/en-us/security/bulletins) - Microsoft Security Bulletin
* [MS Advisory](https://technet.microsoft.com/en-us/security/advisories) - Microsoft Security Advisories
* [Inj3ct0r](http://www.1337day.com/) - Inj3ct0r Exploit Database
* [Packet Storm](https://packetstormsecurity.com/) - Packet Storm Global Security Resource
2014-08-09 23:43:20 +00:00
* [SecuriTeam](http://www.securiteam.com/) - Securiteam Vulnerability Information
* [CXSecurity](http://cxsecurity.com/) - CSSecurity Bugtraq List
* [Vulnerability Laboratory](http://www.vulnerability-lab.com/) - Vulnerability Research Laboratory
* [ZDI](http://www.zerodayinitiative.com/) - Zero Day Initiative
* [Vulners](https://vulners.com) - Security database of software vulnerabilities
2014-08-09 23:43:20 +00:00
2014-08-09 23:27:48 +00:00
### Security Courses
* [Offensive Security Training](https://www.offensive-security.com/information-security-training/) - Training from BackTrack/Kali developers
* [SANS Security Training](http://www.sans.org/) - Computer Security Training & Certification
* [Open Security Training](http://opensecuritytraining.info/) - Training material for computer security classes
* [CTF Field Guide](https://trailofbits.github.io/ctf/) - everything you need to win your next CTF competition
* [ARIZONA CYBER WARFARE RANGE](http://azcwr.org/) - 24x7 live fire exercises for beginners through real world operations; capability for upward progression into the real world of cyber warfare.
* [Cybrary](http://cybrary.it) - Free courses in ethical hacking and advanced penetration testing. Advanced penetration testing courses are based on the book 'Penetration Testing for Highly Secured Enviroments'.
* [Computer Security Student](http://computersecuritystudent.com) - Many free tutorials, great for beginners, $10/mo membership unlocks all content
* [European Union Agency for Network and Information Security](https://www.enisa.europa.eu/topics/trainings-for-cybersecurity-specialists/online-training-material) - ENISA Cyber Security Training material
2014-08-04 21:28:22 +00:00
### Information Security Conferences
2014-08-09 23:27:48 +00:00
* [DEF CON](https://www.defcon.org/) - An annual hacker convention in Las Vegas
* [Black Hat](http://www.blackhat.com/) - An annual security conference in Las Vegas
* [BSides](http://www.securitybsides.com/) - A framework for organising and holding security conferences
* [CCC](https://events.ccc.de/congress/) - An annual meeting of the international hacker scene in Germany
2014-08-09 23:27:48 +00:00
* [DerbyCon](https://www.derbycon.com/) - An annual hacker conference based in Louisville
* [PhreakNIC](http://phreaknic.info/) - A technology conference held annually in middle Tennessee
* [ShmooCon](http://shmoocon.org/) - An annual US east coast hacker convention
2014-08-09 23:27:48 +00:00
* [CarolinaCon](http://www.carolinacon.org/) - An infosec conference, held annually in North Carolina
* [CHCon](https://2016.chcon.nz/) - Christchurch Hacker Con, Only South Island of New Zealand hacker con
2014-08-09 23:27:48 +00:00
* [SummerCon](http://www.summercon.org/) - One of the oldest hacker conventions, held during Summer
* [Hack.lu](https://2016.hack.lu/) - An annual conference held in Luxembourg
2017-03-10 15:11:27 +00:00
* [Hackfest](https://hackfest.ca) - Largest hacking conference in Canada
* [HITB](https://conference.hitb.org/) - Deep-knowledge security conference held in Malaysia and The Netherlands
2014-08-09 23:27:48 +00:00
* [Troopers](https://www.troopers.de) - Annual international IT Security event with workshops held in Heidelberg, Germany
* [Hack3rCon](http://hack3rcon.org/) - An annual US hacker conference
* [ThotCon](http://thotcon.org/) - An annual US hacker conference held in Chicago
* [LayerOne](http://www.layerone.org/) - An annual US security conference held every spring in Los Angeles
2014-08-09 23:27:48 +00:00
* [DeepSec](https://deepsec.net/) - Security Conference in Vienna, Austria
* [SkyDogCon](http://www.skydogcon.com/) - A technology conference in Nashville
* [SECUINSIDE](http://secuinside.com) - Security Conference in [Seoul](https://en.wikipedia.org/wiki/Seoul)
* [DefCamp](http://def.camp/) - Largest Security Conference in Eastern Europe, held anually in Bucharest, Romania
2017-02-20 18:38:33 +00:00
* [AppSecUSA](https://2016.appsecusa.org/) - An annual conference organised by OWASP
* [BruCON](http://brucon.org) - An annual security conference in Belgium
* [Infosecurity Europe](http://www.infosecurityeurope.com/) - Europe's number one information security event, held in London, UK
* [Nullcon](http://nullcon.net/website/) - An annual conference in Delhi and Goa, India
* [RSA Conference USA](https://www.rsaconference.com/) - An annual security conference in San Francisco, California, USA
* [Swiss Cyber Storm](https://www.swisscyberstorm.com/) - An annual security conference in Lucerne, Switzerland
* [Virus Bulletin Conference](https://www.virusbulletin.com/conference/index) - An annual conference going to be held in Denver, USA for 2016
* [Ekoparty](http://www.ekoparty.org) - Largest Security Conference in Latin America, held annually in Buenos Aires, Argentina
* [44Con](https://44con.com/) - Annual Security Conference held in London
* [BalCCon](https://www.balccon.org) - Balkan Computer Congress, annualy held in Novi Sad, Serbia
* [FSec](http://fsec.foi.hr) - FSec - Croatian Information Security Gathering in Varaždin, Croatia
2014-08-04 21:28:22 +00:00
### Information Security Magazines
* [2600: The Hacker Quarterly](https://www.2600.com/Magazine/DigitalEditions) - An American publication about technology and computer "underground"
2015-01-19 18:10:15 +00:00
* [Phrack Magazine](http://www.phrack.org/) - By far the longest running hacker zine
2014-08-04 20:57:20 +00:00
2014-08-04 23:02:50 +00:00
### Awesome Lists
* [Kali Linux Tools](http://tools.kali.org/tools-listing) - List of tools present in Kali Linux
2014-08-04 23:51:27 +00:00
* [SecTools](http://sectools.org/) - Top 125 Network Security Tools
2017-02-17 10:25:29 +00:00
* [Pentest Cheat Sheets](https://github.com/coreb1t/awesome-pentest-cheat-sheets) - Awesome Pentest Cheat Sheets
2014-08-09 23:27:48 +00:00
* [C/C++ Programming](https://github.com/fffaraz/awesome-cpp) - One of the main language for open source security tools
* [.NET Programming](https://github.com/quozd/awesome-dotnet) - A software framework for Microsoft Windows platform development
* [Shell Scripting](https://github.com/alebcay/awesome-shell) - Command-line frameworks, toolkits, guides and gizmos
* [Ruby Programming by @dreikanter](https://github.com/dreikanter/ruby-bookmarks) - The de-facto language for writing exploits
* [Ruby Programming by @markets](https://github.com/markets/awesome-ruby) - The de-facto language for writing exploits
* [Ruby Programming by @Sdogruyol](https://github.com/Sdogruyol/awesome-ruby) - The de-facto language for writing exploits
* [JavaScript Programming](https://github.com/sorrycc/awesome-javascript) - In-browser development and scripting
* [Node.js Programming by @sindresorhus](https://github.com/sindresorhus/awesome-nodejs) - A curated list of delightful Node.js packages and resources
2016-05-04 15:15:10 +00:00
* [Python tools for penetration testers](https://github.com/dloss/python-pentest-tools) - Lots of pentesting tools are written in Python
2014-08-09 23:27:48 +00:00
* [Python Programming by @svaksha](https://github.com/svaksha/pythonidae) - General Python programming
* [Python Programming by @vinta](https://github.com/vinta/awesome-python) - General Python programming
* [Android Security](https://github.com/ashishb/android-security-awesome) - A collection of android security related resources
2014-08-09 23:27:48 +00:00
* [Awesome Awesomness](https://github.com/bayandin/awesome-awesomeness) - The List of the Lists
* [AppSec](https://github.com/paragonie/awesome-appsec) - Resources for learning about application security
* [CTFs](https://github.com/apsdehal/awesome-ctf) - Capture The Flag frameworks, libraries, etc
* [InfoSec § Hacking challenges](https://github.com/AnarchoTechNYC/meta/wiki/InfoSec#hacking-challenges) - Comprehensive directory of CTFs, wargames, hacking challenge websites, pentest practice lab exercises, and more
* [Hacking](https://github.com/carpedm20/awesome-hacking) - Tutorials, tools, and resources
* [Honeypots](https://github.com/paralax/awesome-honeypots) - Honeypots, tools, components, and more
* [Infosec](https://github.com/onlurking/awesome-infosec) - Information security resources for pentesting, forensics, and more
* [Forensics](https://github.com/Cugu/awesome-forensics) - Free (mostly open source) forensic analysis tools and resources
* [Malware Analysis](https://github.com/rshipp/awesome-malware-analysis) - Tools and resources for analysts
* [PCAP Tools](https://github.com/caesar0301/awesome-pcaptools) - Tools for processing network traffic
* [Security](https://github.com/sbilly/awesome-security) - Software, libraries, documents, and other resources
* [Awesome Lockpicking](https://github.com/meitar/awesome-lockpicking) - Awesome guides, tools, and other resources about the security and compromise of locks, safes, and keys.
* [Awesome List](https://github.com/sindresorhus/awesome) - A curated list of awesome lists
* [SecLists](https://github.com/danielmiessler/SecLists) - Collection of multiple types of lists used during security assessments
* [Security Talks](https://github.com/PaulSec/awesome-sec-talks) - A curated list of security conferences
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### Contribution
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Your contributions and suggestions are heartily♥ welcome. (✿◕‿◕). Please check the [Contributing Guidelines](.github/CONTRIBUTING.md) for more details.
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### License
[![Creative Commons License](http://i.creativecommons.org/l/by/4.0/88x31.png)](https://creativecommons.org/licenses/by/4.0/)
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This work is licensed under a [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/)